{"meta":{"query_hash":"ed3c8a36c906","filters":{"venue":"17th World Petroleum Congress"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ed3c8a36c906","api":"https://metacan.xera.ac/api/v1/cohort?venue=17th+World+Petroleum+Congress"},"results":[{"id":"W1508425138","doi":"","title":"CONSULTATION VS. CONFRONTATION: BUILDING PARTICIPATIVE PARTNERSHIPS WITH COMMUNITIES AND STAKEHOLDERS FOR THE DEVELOPMENT OF PETROLEUM RESOURCES NEAR URBAN CENTRES","year":2002,"lang":"en","type":"article","venue":"17th World Petroleum Congress","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Environmental planning; General partnership; Public relations; Business; Political science; Environmental resource management; Geography; Environmental science; Finance","score_opus":0.1253990046156818,"score_gpt":0.31335221974545957,"score_spread":0.18795321512977778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508425138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.850187,0.00034842634,0.026292345,0.032325745,0.00019163515,0.003330842,0.00006838704,0.00015009659,0.08710543],"genre_scores_gemma":[0.9896606,0.000122018784,0.007618691,0.00055779493,0.000013799659,0.0008059395,0.000015137687,0.000010370171,0.0011956051],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95562696,0.037139546,0.0004832401,0.0009241134,0.0018096723,0.0040164324],"domain_scores_gemma":[0.9221391,0.06033666,0.0033469785,0.0018975689,0.0028707727,0.00940897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03818871,0.00061125,0.00032960426,0.0015155236,0.015878143,0.006383897,0.0030504803,0.004823833,0.0093038445],"category_scores_gemma":[0.07405806,0.0005217268,0.00061759783,0.0013369998,0.005497431,0.006907161,0.017615741,0.0030363826,0.00064445287],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014813263,0.0056082755,0.034820136,0.0016712643,0.00015706687,0.0032989024,0.43274215,0.011640932,0.00369619,0.04697073,0.020687805,0.4372252],"study_design_scores_gemma":[0.0008364329,0.0028390766,0.020783724,0.0015244143,0.00023336151,0.00062339776,0.8138515,0.018493932,0.003965801,0.07743512,0.059209134,0.00020417494],"about_ca_topic_score_codex":0.0069652507,"about_ca_topic_score_gemma":0.021164637,"teacher_disagreement_score":0.03818871,"about_ca_system_score_codex":0.004803751,"about_ca_system_score_gemma":0.024814522,"threshold_uncertainty_score":0.2019636},"labels":[],"label_agreement":null},{"id":"W18975229","doi":"10.1080/13691050802380974","title":"SOLID ACID CATALYTIC ALKYLATION: A MEANS FOR GASOLINE-AROMATICS REDUCTION","year":2002,"lang":"en","type":"article","venue":"17th World Petroleum Congress","topic":"Carbon dioxide utilization in catalysis","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Economic and Social Research Council","keywords":"Alkylation; Gasoline; Chemistry; Catalysis; Reduction (mathematics); Organic chemistry; Mathematics","score_opus":0.02229264333721392,"score_gpt":0.2710532335281816,"score_spread":0.2487605901909677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18975229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89791524,0.0064141545,0.04800504,0.00093704107,0.00013126881,0.0003500061,0.00018461642,0.0004659635,0.04559668],"genre_scores_gemma":[0.94331324,0.0035304395,0.029895904,0.00019513734,0.000023911589,0.00010429043,0.00013853182,0.00006763604,0.02273099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996798,0.00007230879,0.000009435643,0.00003769545,0.00016597201,0.00003476614],"domain_scores_gemma":[0.99987316,0.000042230262,0.000021884172,0.000033194745,0.00001792622,0.000011644653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025143934,0.00020705385,0.00019616171,0.00029321513,0.00071183924,0.0005064916,0.00045482244,0.0003078408,0.0034190316],"category_scores_gemma":[0.00037979166,0.00010374523,0.00018608678,0.00031528447,0.0008086112,0.00047224632,0.00075204804,0.00044427533,0.0010530395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003252431,0.0002066748,0.0013308852,0.00080765807,0.000024782805,0.0007128829,0.0026586703,0.0006945424,0.81792444,0.0054206927,0.0017102542,0.16818324],"study_design_scores_gemma":[0.000017348839,0.0004919866,0.0030773645,0.00006580887,0.000040550047,0.0010055596,0.00178434,0.0014819471,0.88611966,0.00092994183,0.10495461,0.00003085041],"about_ca_topic_score_codex":0.0013378055,"about_ca_topic_score_gemma":0.004121112,"teacher_disagreement_score":0.0034190316,"about_ca_system_score_codex":0.00024939465,"about_ca_system_score_gemma":0.00039224647,"threshold_uncertainty_score":0.011437833},"labels":[],"label_agreement":null},{"id":"W3021797540","doi":"","title":"INTRODUCTION TO DR RUTH CARDOSO, GUEST SPEAKER","year":2002,"lang":"en","type":"article","venue":"17th World Petroleum Congress","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"","keywords":"Art; History","score_opus":0.022601949206702526,"score_gpt":0.2722525146588817,"score_spread":0.24965056545217915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021797540","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005384815,0.01847637,0.0009456374,0.39733618,0.5603289,0.00011793129,0.00048010724,0.00020138995,0.021574955],"genre_scores_gemma":[0.004621907,0.017931359,0.0012779415,0.21496566,0.5339591,0.0002798711,0.00055901456,0.00022494388,0.22618026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995171,0.0001084895,0.000049391554,0.00010813591,0.00015658075,0.00006033739],"domain_scores_gemma":[0.9964939,0.0010462662,0.0001450945,0.00007032021,0.0013717995,0.00087269756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014715175,0.0010475686,0.00080560485,0.0011361246,0.0008143426,0.0019866168,0.00094340165,0.0043221572,0.058122367],"category_scores_gemma":[0.007848871,0.00027433748,0.0005250333,0.00040154537,0.0005199775,0.0019589476,0.0013611167,0.008415205,0.026829263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022303151,0.000009794178,0.0000694207,0.00005470381,0.0000011297433,0.00011774615,0.000015671872,0.000008548746,0.00005977029,0.00020474751,0.9899132,0.009522889],"study_design_scores_gemma":[0.000023929337,0.000033733544,0.0007936591,0.00020251636,0.000007109755,0.00071232585,0.00013597941,0.000047902307,0.000081655395,0.0007139499,0.9972357,0.000011602699],"about_ca_topic_score_codex":0.0018109677,"about_ca_topic_score_gemma":0.0031949526,"teacher_disagreement_score":0.058122367,"about_ca_system_score_codex":0.0007095693,"about_ca_system_score_gemma":0.0010324105,"threshold_uncertainty_score":0.1944387},"labels":[],"label_agreement":null},{"id":"W82432138","doi":"","title":"PRINCIPLES TO PRACTICE: STRIVING FOR SUSTAINABLE DEVELOPMENT IN AN ENERGY MEGAPROJECT","year":2002,"lang":"en","type":"article","venue":"17th World Petroleum Congress","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Megaproject; Sustainable development; Environmental planning; Business; Political science; Engineering; Environmental science; Systems engineering","score_opus":0.03153147655137144,"score_gpt":0.3062768568350505,"score_spread":0.27474538028367906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W82432138","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013152825,0.0038160644,0.18073691,0.6139002,0.0024482426,0.0009743889,0.000046547066,0.00043542724,0.18448943],"genre_scores_gemma":[0.4403965,0.0062354277,0.42931628,0.06202208,0.00074472773,0.0024561852,0.0001023632,0.00047341204,0.058253065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9503487,0.03169304,0.0020141194,0.0027249164,0.009483033,0.003736163],"domain_scores_gemma":[0.97051513,0.011534651,0.001711227,0.0032068773,0.006168045,0.006864022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046692375,0.0013586947,0.0007920559,0.0016904941,0.017409075,0.024032371,0.004414032,0.021346891,0.0048114853],"category_scores_gemma":[0.043304633,0.0010773292,0.000985372,0.0021340814,0.042164344,0.014119507,0.018862516,0.020441622,0.0027141373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028726025,0.0003123042,0.0018449598,0.00053083256,0.000037469083,0.00088147895,0.05071294,0.0019143433,0.00069013174,0.7410869,0.094618,0.107341856],"study_design_scores_gemma":[0.000035374636,0.00010449222,0.0011123897,0.0020776151,0.000017730781,0.00057642855,0.034954403,0.0010566844,0.0009247601,0.5761146,0.38294366,0.0000819194],"about_ca_topic_score_codex":0.007710204,"about_ca_topic_score_gemma":0.018294763,"teacher_disagreement_score":0.046692375,"about_ca_system_score_codex":0.011324747,"about_ca_system_score_gemma":0.06478957,"threshold_uncertainty_score":0.24693578},"labels":[],"label_agreement":null}]}